{"id":"W4304609797","doi":"10.9778/cmajo.20210264","title":"Use of linked data to assess the impact of including out-of-hospital deaths on 30-day in-hospital mortality indicators: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill-Queen's University Press; McGill University; Canadian Institute for Health Information","funders":"","keywords":"Retrospective cohort study; Medicine; Cohort; Emergency medicine; Demography; Medical emergency; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0156911,0.0007281687,0.0008089257,0.005965521,0.002065656,0.002561372,0.002271669,0.0008926369,0.001387344],"category_scores_gemma":[0.03900023,0.0009079194,0.00176772,0.01077933,0.0008515425,0.001364021,0.002194715,0.001480756,0.0003365725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007423424,"about_ca_system_score_gemma":0.01267827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4846016,"about_ca_topic_score_gemma":0.4629123,"domain_scores_codex":[0.9829549,0.004039651,0.002350629,0.00284387,0.006006797,0.001804192],"domain_scores_gemma":[0.9490148,0.006078753,0.01940197,0.009175676,0.01382764,0.002501199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102044,0.00003339555,0.9971575,0.00005116328,0.0003387513,0.0000473808,0.0001939331,0.00009300415,0.0000497144,0.0001042426,0.0006845602,0.00113619],"study_design_scores_gemma":[0.00003563394,0.00008244265,0.995326,0.0001393345,0.0002617172,0.0002006353,0.0005165729,0.0007741502,0.0001363702,0.00008776376,0.002396007,0.00004324074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378987,0.001730604,0.002186451,0.0004422338,0.0001031053,0.0007064919,0.05472486,0.00004166391,0.002166054],"genre_scores_gemma":[0.9634718,0.0008250214,0.002831305,0.000369059,0.00005757246,0.0009275518,0.03104065,0.00004550519,0.0004316105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4846016,"threshold_uncertainty_score":0.9635618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4771170386657086,"score_gpt":0.5459770268775314,"score_spread":0.06885998821182276,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}